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高通量鉴定抗生素作用机制的技术

Technologies for High-Throughput Identification of Antibiotic Mechanism of Action.

作者信息

da Cunha Bernardo Ribeiro, Zoio Paulo, Fonseca Luís P, Calado Cecília R C

机构信息

Institute for Bioengineering and Biosciences (iBB), Instituto Superior Técnico (IST), Universidade de Lisboa (UL), Av. Rovisco Pais, 1049-001 Lisboa, Portugal.

CIMOSM-Centro de Investigação em Modelação e Optimização de Sistemas Multifuncionais, ISEL-Instituto Superior de Engenharia de Lisboa, Instituto Politécnico de Lisboa, R. Conselheiro Emídio Navarro 1, 1959-007 Lisboa, Portugal.

出版信息

Antibiotics (Basel). 2021 May 12;10(5):565. doi: 10.3390/antibiotics10050565.

Abstract

There are two main strategies for antibiotic discovery: target-based and phenotypic screening. The latter has been much more successful in delivering first-in-class antibiotics, despite the major bottleneck of delayed Mechanism-of-Action (MOA) identification. Although finding new antimicrobial compounds is a very challenging task, identifying their MOA has proven equally challenging. MOA identification is important because it is a great facilitator of lead optimization and improves the chances of commercialization. Moreover, the ability to rapidly detect MOA could enable a shift from an activity-based discovery paradigm towards a mechanism-based approach. This would allow to probe the grey chemical matter, an underexplored source of structural novelty. In this study we review techniques with throughput suitable to screen large libraries and sufficient sensitivity to distinguish MOA. In particular, the techniques used in chemical genetics (e.g., based on overexpression and knockout/knockdown collections), promoter-reporter libraries, transcriptomics (e.g., using microarrays and RNA sequencing), proteomics (e.g., either gel-based or gel-free techniques), metabolomics (e.g., resourcing to nuclear magnetic resonance or mass spectrometry techniques), bacterial cytological profiling, and vibrational spectroscopy (e.g., Fourier-transform infrared or Raman scattering spectroscopy) were discussed. Ultimately, new and reinvigorated phenotypic assays bring renewed hope in the discovery of a new generation of antibiotics.

摘要

抗生素发现主要有两种策略

基于靶点的筛选和表型筛选。尽管存在作用机制(MOA)鉴定延迟这一主要瓶颈,但后者在推出同类首创抗生素方面更为成功。虽然寻找新的抗菌化合物是一项极具挑战性的任务,但事实证明,鉴定它们的作用机制同样具有挑战性。作用机制鉴定很重要,因为它极大地促进了先导化合物的优化,并提高了商业化的机会。此外,快速检测作用机制的能力可能使从基于活性的发现模式转向基于机制的方法成为可能。这将有助于探索灰色化学物质,这是一个尚未充分探索的结构新颖性来源。在本研究中,我们回顾了具有适合筛选大型文库的通量和足以区分作用机制的灵敏度的技术。特别是,讨论了化学遗传学中使用的技术(例如,基于过表达和敲除/敲低文库)、启动子报告基因文库、转录组学(例如,使用微阵列和RNA测序)、蛋白质组学(例如,基于凝胶或非凝胶技术)、代谢组学(例如,借助核磁共振或质谱技术)、细菌细胞学分析和振动光谱(例如,傅里叶变换红外或拉曼散射光谱)。最终,新的和重新焕发活力的表型分析为新一代抗生素的发现带来了新的希望。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5195/8151116/8552a96d3ff3/antibiotics-10-00565-g001.jpg

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